Empirical evaluation of multi-task learning in deep neural networks for natural language processing.
Jianquan LiXiaokang LiuWenpeng YinMin YangLiqun MaYaohong JinPublished in: Neural Comput. Appl. (2021)
Keyphrases
- empirical evaluation
- multi task learning
- natural language processing
- neural network
- multi task
- learning tasks
- gaussian processes
- multiple tasks
- machine learning
- information extraction
- multitask learning
- learning problems
- natural language
- transfer learning
- learning models
- high order
- theoretical analysis
- text mining
- learning algorithm
- multi label image annotation
- multi class
- social networks
- inductive learning
- social network analysis
- higher order
- supervised learning
- active learning